most citedFederated Learning for Breast Density Classification: A Real-World Implementation

134 citations · 136 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025★ 2 cited

Integrating Genomics into Multimodal EHR Foundation Models

Jonathan Amar, Edward Liu, Alessandra Breschi +13

This paper introduces an innovative Electronic Health Record (EHR) foundation model that integrates Polygenic Risk Scores (PRS) as a foundational data modality, moving beyond tradi…

eess.IV2020★ 134 cited

Federated Learning for Breast Density Classification: A Real-World Implementation

Holger R. Roth, Ken Chang, Praveer Singh +40

Building robust deep learning-based models requires large quantities of diverse training data. In this study, we investigate the use of federated learning (FL) to build medical ima…